Stochastic Multi-variate Performance Trade-off Method for Technical Tender Evaluation

被引:0
作者
Chang-Yong Yi
Han-Seong Gwak
Byung-Soo Kim
Dong-Eun Lee
机构
[1] KyungPook National University,School of Architecture & Civil Engineering
[2] KyungPook National University,Dept. of Civil Engineering
来源
KSCE Journal of Civil Engineering | 2018年 / 22卷
关键词
multi-objective optimization; genetic algorithm; analytic hierarchical process; trade-off; simulation; scheduling;
D O I
暂无
中图分类号
学科分类号
摘要
This paper presents a computational method called Stochastic Multi-variate Performance Trade-off (SMPT), which identifies optimal sets of construction methods for activities, hence appropriately trading-off the project completion time, cost, environmental impact, and quality. SMPT computes exact solution(s), near-optimal solution(s), and stochastic optimal solution(s) using an enumerative analysis, genetic algorithm, and simulation, respectively. This study is of value to project planners because SMPT identifies the sets of construction methods that satisfy user-defined constraints relative to specific performance indicators. SMPT is also of relevance to researchers because it facilitates experiments using different performance indicators, either jointly or independently. Three test cases verify the validity of the computational methods.
引用
收藏
页码:4240 / 4253
页数:13
相关论文
共 70 条
[1]  
Aghaie A.(2009)Ant colony optimization algorithm for stochastic project crashing problem in PERT networks using MC simulation The International Journal of Advanced Manufacturing Technology 45 1051-1067
[2]  
Mokhtari H.(2016)Optimizing multipleresources leveling in multiple projects using discrete symbiotic organisms search Journal of Computing in Civil Engineering 30 04015036-1754
[3]  
Cheng M. Y.(2008)Towards a multi-objective optimization approach for improving energy efficiency in buildings Energy and Buildings 40 1747-486
[4]  
Prayogo D.(2005)Time-cost-quality tradeoff analysis for highway construction Journal of construction Engineering and Management 131 477-60
[5]  
Tran D. H.(2007)A modified shuffled frog-leaping optimization algorithm: Applications to project management Structure and Infrastructure Engineering 3 53-701
[6]  
Diakaki C.(2009)Fuzzy-based MOGA approach to stochastic time–cost trade-off problem Automation in construction 18 692-335
[7]  
Grigoroudis E.(2017)A multi-objective optimization model for energy-efficiency building envelope retrofitting plan with rooftop PV system installation and maintenance Applied energy 189 327-189
[8]  
Kolokotsa D.(1997)Using genetic algorithms to solve construction time-cost tradeoff problems Journal of Computing in Civil Engineering 11 184-126
[9]  
El-Rayes K.(2000)Stochastic construction time-cost tradeoff analysis Journal of Computing in Civil Engineering 14 117-716
[10]  
Kandil A.(2009)Multiobjective optimization of time-cost tradeoff using harmony search Journal of Construction Engineering and Management 136 711-227